“Reanimating the dead: reconstruction of expressive faces from skull data” by Haber, Kähler and Seidel

  • ©Jörg Haber, Kolja Kähler, and Hans-Peter Seidel




    Reanimating the dead: reconstruction of expressive faces from skull data



    Facial reconstruction for postmortem identification of humans from their skeletal remains is a challenging and fascinating part of forensic art. The former look of a face can be approximated by predicting and modeling the layers of tissue on the skull. This work is as of today carried out solely by physical sculpting with clay, where experienced artists invest up to hundreds of hours to craft a reconstructed face model. Remarkably, one of the most popular tissue reconstruction methods bears many resemblances with surface fitting techniques used in computer graphics, thus suggesting the possibility of a transfer of the manual approach to the computer. In this paper, we present a facial reconstruction approach that fits an anatomy-based virtual head model, incorporating skin and muscles, to a scanned skull using statistical data on skull / tissue relationships. The approach has many advantages over the traditional process: a reconstruction can be completed in about an hour from acquired skull data; also, variations such as a slender or a more obese build of the modeled individual are easily created. Last not least, by matching not only skin geometry but also virtual muscle layers, an animatable head model is generated that can be used to form facial expressions beyond the neutral face typically used in physical reconstructions.


    1. ARCHER, K. M. 1997. Craniofacial Reconstruction using hierarchical B-Spline Interpolation. Master’s thesis, University of British Columbia, Department of Electrical and Computer Engineering.Google Scholar
    2. BLANZ, V., AND VETTER, T. 1999. A Morphable Model for the Synthesis of 3D Faces. In Proc. ACM SIGGRAPH 1999, ACM Press / ACM SIGGRAPH, Computer Graphics Proceedings, Annual Conference Series, 187–194. Google Scholar
    3. BOOKSTEIN, F. L. 1997. Morphometric Tools for Landmark Data. Cambridge University Press.Google Scholar
    4. CARR, J. C., BEATSON, R. K., CHERRIE, J. B., MITCHELL, T. J., FRIGHT, W. R., MCCALLUM, B. C., AND EVANS, T. R. 2001. Reconstruction and Representation of 3D Objects With Radial Basis Functions. ACM Press / ACM SIGGRAPH, Computer Graphics Proceedings, Annual Conference Series, 67–76. Google Scholar
    5. CHADWICK, J. E., HAUMANN, D. R., AND PARENT, R. E. 1989. Layered Construction for Deformable Animated Characters. In Computer Graphics (Proc. ACM SIGGRAPH 89), 243–252. Google Scholar
    6. DUCHON, J. 1977. Spline minimizing rotation-invariant semi-norms in Sobolev spaces. In Constructive Theory of Functions of Several Variables, W. Schempp and K. Zeller, Eds., vol. 571 of Lecture Notes in Mathematics, 85–100.Google Scholar
    7. FARKAS, L. G., Ed. 1994. Anthropometry of the Head and Face, 2nd ed. Raven Press.Google Scholar
    8. FEDOSYUTKIN, B. A., AND NAINYS, J. V. 1993. Forensic Analysis of the Skull. Wiley-Liss, ch. 15: The Relationship of Skull Morphology to Facial Features, 199–213.Google Scholar
    9. GARLAND, M., AND HECKBERT, P. S. 1997. Surface simplification using quadric error metrics. In SIGGRAPH 97 Conference Proceedings, 209–216. Google Scholar
    10. GRÜNER, O. 1993. Forensic Analysis of the Skull. Wiley-Liss, ch. 3: Identification of Skulls: A Historical Review and Practical Applications.Google Scholar
    11. HELMER, R. P., RÖHRICHT, S., PETERSEN, D., AND MÖHR, F. 1993. Forensic Analysis of the Skull. Wiley-Liss, ch. 17: Assessment of the Reliability of Facial Reconstruction, 229–246.Google Scholar
    12. KÄHLER, K., HABER, J., AND SEIDEL, H.-P. 2001. Geometry-based Muscle Modeling for Facial Animation. In Proc. Graphics Interface 2001, 37–46. Google ScholarDigital Library
    13. KÄHLER, K., HABER, J., YAMAUCHI, H., AND SEIDEL, H.-P. 2002. Head shop: Generating animated head models with anatomical structure. In ACM SIGGRAPH Symposium on Computer Animation, ACM SIGGRAPH, 55–64. Google Scholar
    14. KOCH, R. M., GROSS, M. H., AND BOSSHARD, A. A. 1998. Emotion Editing using Finite Elements. In Computer Graphics Forum (Proc. Eurographics ’98), vol. 17, C295–C302.Google Scholar
    15. KROGMAN, W. M. 1946. The reconstruction of the living head from the skull. FBI Law Enforcement Bulletin (July).Google Scholar
    16. LEBEDINSKAYA, G. V., BALUEVA, T. S., AND VESELOVSKAYA, E. V. 1993. Forensic Analysis of the Skull. Wiley-Liss, ch. 14: Principles of Facial Reconstruction, 183–198.Google Scholar
    17. LEE, Y., TERZOPOULOS, D., AND WATERS, K. 1995. Realistic Modeling for Facial Animations. In Proc. ACM SIGGRAPH 1995, ACM Press / ACM SIGGRAPH, Computer Graphics Proceedings, Annual Conference Series, 55–62. Google Scholar
    18. MICHAEL, S., AND CHEN, M. 1996. The 3D reconstruction of facial features using volume distortion. In Proc. 14th Eurographics UK Conference, 297–305.Google Scholar
    19. MIYASAKA, S., YOSHINO, M., IMAIZUMI, K., AND SETA, S. 1995. The computer-aided facial reconstruction system. Forensic Science Int. 74, 1–2, 155–165.Google ScholarCross Ref
    20. MOORE, W. J., AND LAVELLE, C. L. B. 1974. Growth of the Facial Skeleton in the Hominoidea. Academic Press, London.Google Scholar
    21. PIGHIN, F., HECKER, J., LISCHINSKI, D., SZELISKI, R., AND SALESIN, D. H. 1998. Synthesizing Realistic Facial Expressions from Photographs. In Proc. ACM SIGGRAPH 1998, ACM Press / ACM SIGGRAPH, Computer Graphics Proceedings, Annual Conference Series, 75–84. Google Scholar
    22. PLATT, S. M., AND BADLER, N. I. 1981. Animating Facial Expressions. In Computer Graphics (Proc. ACM SIGGRAPH 81), 245–252. Google Scholar
    23. RHINE, J. S., AND CAMPBELL, H. R. 1980. Thickness of facial tissues in American blacks. Journal of Forensic Sciences 25, 4, 847–858.Google ScholarCross Ref
    24. RHINE, J. S., AND MOORE, C. E. 1984. Tables of facial tissue thickness of American Caucasoids in forensic anthropology. Maxwell Museum Technical Series 1.Google Scholar
    25. SCHEEPERS, F., PARENT, R. E., CARLSON, W. E., AND MAY, S. F. 1997. Anatomy-Based Modeling of the Human Musculature. In Proc. ACM SIGGRAPH 1997, ACM Press / ACM SIGGRAPH, Computer Graphics Proceedings, Annual Conference Series, 163–172. Google Scholar
    26. SEDERBERG, T. W., AND PARRY, S. R. 1986. Free-Form Deformation of Solid Geometric Models. Computer Graphics (Proc. ACM SIGGRAPH 86) 20, 4 (Aug.), 151–160. Google Scholar
    27. SZELISKI, R., AND LAVALLÉE, S. 1996. Matching 3-D Anatomical Surfaces with Non-Rigid Deformations using Octree-Splines. International Journal of Computer Vision 18, 2, 171–186. Google ScholarDigital Library
    28. TAYLOR, K. T. 2001. Forensic Art and Illustration. CRC Press LLC.Google Scholar
    29. TERZOPOULOS, D., AND WATERS, K. 1990. Physically-based Facial Modelling, Analysis, and Animation. Journal of Visualization and Computer Animation 1, 2 (Dec.), 73–80.Google ScholarCross Ref
    30. VANEZIS, P., VANEZIS, M., MCCOMBE, G., AND NIBLETT, T. 2000. Facial reconstruction using 3-D computer graphics. Forensic Science Int. 108, 2, 81–95.Google ScholarCross Ref
    31. WATERS, K. 1987. A Muscle Model for Animating Three-Dimensional Facial Expression. In Computer Graphics (Proc. ACM SIGGRAPH 87), 17–24. Google Scholar
    32. WEIJS, W. A., AND HILLEN, B. 1986. Correlations between the cross-sectional area of the jaw muscles and craniofacial size and shape. Am. J. Phys. Anthropol. 70, 423–431.Google ScholarCross Ref
    33. WILHELMS, J., ANDVAN GELDER, A. 1997. Anatomically Based Modeling. In Proc. ACM SIGGRAPH 1997, ACM Press / ACM SIGGRAPH, Computer Graphics Proceedings, Annual Conference Series, 173–180. Google Scholar
    34. Y’EDYNAK, G. J., AND İŞCAN, M. Y. 1993. Forensic Analysis of the Skull. Wiley-Liss, ch. 16: Anatomical and Artistic Guidelines for Forensic Facial Reconstruction, 215–227.Google Scholar
    35. ZOLLIKOFER, C. P. E., PONCE DE LEÓN, M. S., AND MARTIN, R. D. 1998. Computer-Assisted Paleoanthropology. Evolutionary Anthropology 6, 2, 41–54.Google ScholarCross Ref

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